generate insights

USAGE SUMMARY

"generate insights" is correct and usable in written English.
You can use it when you want to express the need or the ability to draw conclusions or uncover truths from information available. For example, "Data analysis allows us to generate insights about customer behavior."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

Next generation sequencing (NGS) technologies such as whole transcriptome shotgun sequencing (mRNA-Seq) can generate insights into these areas of interest.

BMC Genomics

The disparate data sources are often called "silos," suggesting the challenge of mingling different data sets to generate insights.

The New York Times

Meanwhile, looking at the news through a tighter lens and trying to make unlikely connections can generate insights that might otherwise be missed.

The New York Times

Happily a few companies have started to think seriously about these problems and generate insights that their more stick-in-the-mud peers can imitate.

The Economist

Qualitative research methods are designed to generate insights about patients' priorities, values, and beliefs.

American Journal of Kidney Diseases

"It is meant to take any list of data and then start to generate insights," Spataro said.

TechCrunch

Tension infiltration experiments were used to generate insights on longer term infiltration behaviours using water, ethanol, and aqueous-ethanol solutions.

Journal of Hydrology

We generate insights into cross-sectoral trade-offs between electricity supply and electrification/decarbonisation of car fleets.

Transportation Research Part A: Policy and Practice

An integer programming model is developed and analysed following an automotive case study to generate insights into buyer-supplier relationships.

Computers & Industrial Engineering

Findings generate insights on how shifts in electricity infrastructure priorities and utility empowerment affect economic considerations for energy systems.

Energy Research & Social Science

Most organizations are leveraging AI to analyze large volumes of data and generate insights on customer engagement, though it's not strategic enough.

TechCrunch

Expert writing Tips

Best practice

When using "generate insights", ensure the context clearly indicates the source from which the insights are being derived. For example, "Analyzing customer data helps generate insights into market trends".

Common error

Avoid presenting preliminary observations as definitive insights. Clearly differentiate between hypotheses and validated findings to maintain credibility.

Linguistic Context

The phrase "generate insights" functions as a verb phrase, where "generate" is a transitive verb and "insights" is its direct object. It expresses the action of producing new understandings or realizations, as confirmed by Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

58%

News & Media

32%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "generate insights" is a grammatically sound and frequently used expression, particularly within scientific, news, and business contexts, as confirmed by Ludwig. It describes the process of creating new knowledge or understanding through analysis or investigation. When using "generate insights", it is important to specify the source from which the insights are derived and to avoid overstating the significance of preliminary findings. Alternatives such as "derive insights" or "gain insights" offer nuanced variations in meaning. By following these guidelines, you can effectively communicate the process and value of uncovering new knowledge.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derive insights

Focuses on the extraction of insights from data or information.

gain insights

Emphasizes the acquisition of insights through experience or investigation.

develop insights

Highlights the gradual formation and refinement of understanding.

extract insights

Implies a careful and deliberate process of uncovering insights.

uncover insights

Suggests revealing insights that were previously hidden or unknown.

yield insights

Conveys the idea that insights are a natural result or byproduct.

produce understandings

This term is used when the final results are a series of conclusions.

foster understandings

This option highlights that you are going to encourage the understanding.

cultivate understandings

This option highlights that you are going to nurture the understanding.

shape perceptions

Focuses on the ability to change or influence how something is understood.

FAQs

How can I use "generate insights" in a sentence?

Use "generate insights" to describe the process of creating understanding or discovering new knowledge from data or information. For example, "Data analysis can "generate insights" into customer behavior."

What are some alternatives to "generate insights"?

You can use alternatives like "derive insights", "gain insights", or "develop insights" depending on the specific context.

Is it better to say "generate insights" or "gain insights"?

Both phrases are correct, but ""generate insights"" emphasizes the creation of new understanding, while "gain insights" focuses on acquiring existing knowledge.

What's the difference between "generate insights" and "create insights"?

While similar, ""generate insights"" implies a more systematic or analytical process, while "create insights" suggests a more inventive or imaginative process.